Object-Oriented Classification Approach (OBIA) in extracting burial plot for Muslim cemeteries management

Khir Sabir, Nurul Syahirah and Hj. Mohd. Noor, Norzailawati (2024) Object-Oriented Classification Approach (OBIA) in extracting burial plot for Muslim cemeteries management. In: 12th IGRSM International Conference and Exhibition on Geospatial & Remote Sensing, 29/04/2024 - 30/04/2024, Kuala Lumpur, Malaysia.

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Abstract

In contemporary cemetery management planning, the use of the Object-Oriented Classification Approach (OBIA) stands out as an innovative methodology, providing a sophisticated means of exploring and understanding burial grounds by leveraging high-resolution aerial imagery captured from drones. This study delves into the application of OBIA in the extraction of burial plots, aiming to contribute to the systematic management of a Muslim cemetery area and optimize burial space arrangements. Subsequently, these plots are extracted into GIS software, facilitating a comprehensive spatial analysis. OBIA emerges as an efficient method, outperforming traditional approaches, to identify and classify burial plots. The technique successfully maps intricate burial plot patterns and distributions, providing a detailed overview of the cemetery landscape and enabling the calculation of burial density. Beyond its technological contribution, this research offers practical insights for the enhanced management and planning of Muslim cemeteries, ensuring both respectful and efficient use of these sacred spaces. The success of OBIA suggests its potential integration into broader cemetery management practices, paving the way for automation and contributing to sustainable cemetery space utilization.

Item Type:	Proceeding Paper (Plenary Papers)
Uncontrolled Keywords:	OBIA, burial plot, Muslim cemeteries, urban planning and low-cost drone
Subjects:	Q Science > Q Science (General) T Technology > T Technology (General) T Technology > T Technology (General) > T173.5 Technology and Islam
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Architecture and Environmental Design > Department of Urban & Regional Planning Kulliyyah of Architecture and Environmental Design
Depositing User:	Dr Norzailawati Mohd Noor
Date Deposited:	28 Jul 2025 12:00
Last Modified:	28 Jul 2025 12:00
URI:	http://irep.iium.edu.my/id/eprint/120105

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